Alchemical Free Energy and Hamiltonian Replica Exchange Molecular Dynamics to Compute Hydrofluorocarbon Isotherms in Imidazolium-Based Ionic Liquids

被引:4
作者
Wang, Ning [1 ]
DeFever, Ryan S. [1 ]
Maginn, Edward J. [1 ]
机构
[1] Univ Notre Dame, Dept Chem & Biomol Engn, Notre Dame, IN 46556 USA
基金
美国国家科学基金会;
关键词
EQUATION-OF-STATE; CARBON-DIOXIDE; GAS SOLUBILITY; WATER; COEFFICIENTS; SIMULATIONS; TEMPERATURE; ABSORPTION; VISCOSITY; DENSITY;
D O I
10.1021/acs.jctc.3c00206
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Ionicliquids (ILs) have shown promise for applications that leveragedifferential gas solubility in an IL solvent, e.g., gas separations.Although most available literature provides Henry's law constants,the ability to efficiently estimate full isotherms is important forengineering design calculations. Molecular simulation can be usedas a tool to predict full isotherms of gas in ILs. However, particleinsertions or deletions in a charge-dense IL medium and the sluggishconformational dynamics of ILs present two sampling challenges forthese systems. We therefore devised a method that uses Hamiltonianreplica exchange (HREX) molecular dynamics (MD) combined with alchemicalfree energy calculations to compute full solubility isotherms of twodifferent hydrofluorocarbons (HFCs) in imidazolium-based IL binarymixtures. This workflow is significantly faster than the Gibbs ensembleMonte Carlo (GEMC) simulations which fail to deal with the slow conformationalrelaxation caused by the sluggish dynamics of ILs. Multiple free energyestimators, including thermodynamic integration, free energy perturbation,and multistate Bennett acceptance ratio method, provided consistentresults. Overall, the simulated Henry's law constant, isothermcurvature, and solubility trends match experimental results reasonablywell. We close by calculating the full solubility isotherms of twoHFCs in IL mixtures that have not been reported in the literature,demonstrating the potential of this method to be used for solubilityprediction and setting the stage for future computational screeningstudies that search for the "best" IL to separate azeotropicHFC mixtures.
引用
收藏
页码:3324 / 3335
页数:12
相关论文
共 61 条
  • [1] Gromacs: High performance molecular simulations through multi-level parallelism from laptops to supercomputers
    Abraham, Mark James
    Murtola, Teemu
    Schulz, Roland
    Páll, Szilárd
    Smith, Jeremy C.
    Hess, Berk
    Lindah, Erik
    [J]. SoftwareX, 2015, 1-2 : 19 - 25
  • [2] A novel Hamiltonian replica exchange MD protocol to enhance protein conformational space sampling
    Affentranger, R
    Tavernelli, I
    Di Iorio, EE
    [J]. JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2006, 2 (02) : 217 - 228
  • [3] Viscosity of imidazolium-based ionic liquids at elevated pressures: Cation and anion effects
    Ahosseini, Azita
    Scurto, Aaron M.
    [J]. INTERNATIONAL JOURNAL OF THERMOPHYSICS, 2008, 29 (04) : 1222 - 1243
  • [4] [Anonymous], 2023, NIST STANDARD REFERE, DOI 10.18434/T4D303
  • [5] Understanding the Molecular Features Controlling the Solubility Differences of R-134a, R-1234ze(E), and R-1234yf in 1-Alkyl-3-methylimidazolium Tricyanomethanide Ionic Liquids
    Asensio-Delgado, Salvador
    Viar, Miguel
    Padua, Agilio A. H.
    Zarca, Gabriel
    Urtiaga, Ane
    [J]. ACS SUSTAINABLE CHEMISTRY & ENGINEERING, 2022, 10 (46) : 15124 - 15134
  • [6] Phase Equilibria and Diffusivities of HFC-32 and HFC-125 in Ionic Liquids for the Separation of R-410A
    Baca, Kalin R.
    Olsen, Greta M.
    Valenciano, Lucia Matamoros
    Bennett, Madelyn G.
    Haggard, Dorothy M.
    Befort, Bridgette J.
    Garciadiego, Alejandro
    Dowling, Alexander W.
    Maginn, Edward J.
    Shiflett, Mark B.
    [J]. ACS SUSTAINABLE CHEMISTRY & ENGINEERING, 2022, 10 (02): : 816 - 830
  • [7] Calculating Partition Coefficients of Small Molecules in Octanol/Water and Cyclohexane/Water
    Bannan, Caitlin C.
    Calabro, Gaetano
    Kyu, Daisy Y.
    Mobley, David L.
    [J]. JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2016, 12 (08) : 4015 - 4024
  • [8] Absorption Refrigeration Cycles with Ammonia-Ionic Liquid Working Pairs Studied by Molecular Simulation
    Becker, Tim M.
    Wang, Meng
    Kabra, Abhishek
    Jamali, Seyed Hossein
    Ramdin, Mahinder
    Dubbeldam, David
    Ferreira, Carlos A. Infante
    Vlugt, Thijs J. H.
    [J]. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2018, 57 (15) : 5442 - 5452
  • [9] Machine Learning Directed Optimization of Classical Molecular Modeling Force Fields
    Befort, Bridgette J.
    DeFever, Ryan S.
    Tow, Garrett M.
    Dowling, Alexander W.
    Maginn, Edward J.
    [J]. JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2021, 61 (09) : 4400 - 4414
  • [10] EFFICIENT ESTIMATION OF FREE-ENERGY DIFFERENCES FROM MONTE-CARLO DATA
    BENNETT, CH
    [J]. JOURNAL OF COMPUTATIONAL PHYSICS, 1976, 22 (02) : 245 - 268